Job Vacancy Trend Salary Trend Salary Histogram Skill Sets
Period
to 20 October 2021

The table below provides summary statistics for permanent job vacancies with an option to work from home (WFH) and a requirement for Amazon DynamoDB skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Amazon DynamoDB over the 6 months to 20 October 2021 with a comparison to the same period in the previous 2 years.

Amazon DynamoDB
UK > Work from Home
6 months to
20 Oct 2021		 Same period 2020 Same period 2019
Rank 178 189 216
Rank change year-on-year +11 +27 +46
Permanent jobs citing Amazon DynamoDB 504 70 73
As % of all permanent jobs with a WFH option 1.82% 1.11% 0.96%
As % of the Database & Business Intelligence category 6.43% 3.67% 3.28%
Number of salaries quoted 353 67 51
10th Percentile £43,750 £46,250 £46,250
25th Percentile £63,750 £60,000 £53,125
Median annual salary (50th Percentile) £80,000 £85,000 £70,000
Median % change year-on-year -5.88% +21.43% +3.70%
75th Percentile £100,000 £118,125 £76,250
90th Percentile £126,250 £128,750 £86,250
UK median annual salary £85,000 £75,000 £70,000
% change year-on-year +13.33% +7.14% +12.00%

Amazon DynamoDB is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a WFH option and a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Work from Home
Permanent vacancies with a requirement for database or business intelligence skills 7,834 1,909 2,229
As % of all permanent jobs with a WFH option 28.34% 30.40% 29.26%
Number of salaries quoted 5,925 1,764 2,011
10th Percentile £36,250 £35,000 £33,750
25th Percentile £45,000 £42,500 £40,250
Median annual salary (50th Percentile) £60,000 £53,256 £50,000
Median % change year-on-year +12.66% +6.51% -2.91%
75th Percentile £76,250 £68,750 £71,250
90th Percentile £92,500 £82,500 £85,000
UK median annual salary £57,500 £55,000 £52,500
% change year-on-year +4.55% +4.76% +5.00%

Amazon DynamoDB
Trend for Jobs with a WFH Option

Job vacancies with a work from home option citing Amazon DynamoDB as a proportion of all IT jobs advertised.

Amazon DynamoDB trend for jobs with a WFH option

Amazon DynamoDB
Salary Trend for Jobs with a WFH Option

3-month moving average salary quoted in job vacancies with a work from home option citing Amazon DynamoDB.

Amazon DynamoDB salary trend for jobs with a WFH option

Amazon DynamoDB
Salary Histogram for Jobs with a WFH Option

Salary distribution for jobs with a work from home option citing Amazon DynamoDB over the 6 months to 20 October 2021.

Amazon DynamoDB salary histogram for jobs with a WFH option

For the 6 months to 20 October 2021, Amazon DynamoDB job roles required the following IT skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent jobs with a WFH option and a requirement for Amazon DynamoDB.

1 472 (93.65%) AWS
2 318 (63.10%) Serverless
3 303 (60.12%) Agile Software Development
4 298 (59.13%) Amazon S3
5 289 (57.34%) JavaScript
6 288 (57.14%) AWS Lambda
7 258 (51.19%) Software Engineering
8 256 (50.79%) React
9 253 (50.20%) Docker
10 231 (45.83%) Full Stack Development
11 226 (44.84%) TypeScript
12 223 (44.25%) Node.js
13 208 (41.27%) Terraform
14 206 (40.87%) Python
15 204 (40.48%) Amazon RDS
16 185 (36.71%) Web Services
17 183 (36.31%) Finance
18 177 (35.12%) Kubernetes
19 161 (31.94%) Java
20 149 (29.56%) Amazon SQS
21 145 (28.77%) PostgreSQL
22 135 (26.79%) Front Office
22 135 (26.79%) Asset Management
23 133 (26.39%) Microservices
24 128 (25.40%) Amazon EC2
24 128 (25.40%) SQL
25 122 (24.21%) AngularJS
26 112 (22.22%) NoSQL
27 102 (20.24%) DevOps
27 102 (20.24%) MySQL

Amazon DynamoDB
Co-occurring IT Skills with a WFH Option by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 58 (11.51%) Apache
2 51 (10.12%) Elasticsearch
3 7 (1.39%) Confluence
4 3 (0.60%) Apache Spark
5 2 (0.40%) Cloud Foundry
5 2 (0.40%) CMS
5 2 (0.40%) JBoss
5 2 (0.40%) MQSeries
5 2 (0.40%) Mule
5 2 (0.40%) Mule ESB
5 2 (0.40%) Red Hat Fuse
5 2 (0.40%) Tomcat
5 2 (0.40%) Umbraco
6 1 (0.20%) Alfresco
6 1 (0.20%) IIS
Applications
1 7 (1.39%) Adobe Premiere
1 7 (1.39%) Final Cut Pro
2 1 (0.20%) MS Visio
Business Applications
1 11 (2.18%) Payment Gateway
2 5 (0.99%) NetSuite
Cloud Services
1 472 (93.65%) AWS
2 318 (63.10%) Serverless
3 298 (59.13%) Amazon S3
4 288 (57.14%) AWS Lambda
5 149 (29.56%) Amazon SQS
6 128 (25.40%) Amazon EC2
7 86 (17.06%) AWS Step Functions
8 68 (13.49%) SaaS
9 62 (12.30%) Amazon ECS
10 56 (11.11%) AWS CloudFormation
11 50 (9.92%) Amazon CloudWatch
12 47 (9.33%) CloudFront
13 37 (7.34%) Azure
14 30 (5.95%) Cloudflare
14 30 (5.95%) GitHub
15 28 (5.56%) Amazon Kinesis
16 26 (5.16%) GCP
17 20 (3.97%) Cloud Computing
17 20 (3.97%) Datadog
18 18 (3.57%) AWS Fargate
Communications & Networking
1 33 (6.55%) DNS
2 28 (5.56%) AMQP
3 18 (3.57%) VPN
4 17 (3.37%) Firewall
5 11 (2.18%) SMS
6 9 (1.79%) HTTP
7 5 (0.99%) Intrusion Detection
7 5 (0.99%) MQTT
8 3 (0.60%) Internet
9 1 (0.20%) Broadband
Database & Business Intelligence
1 204 (40.48%) Amazon RDS
2 145 (28.77%) PostgreSQL
3 112 (22.22%) NoSQL
4 102 (20.24%) MySQL
5 83 (16.47%) MongoDB
6 71 (14.09%) Relational Database
7 59 (11.71%) Redis
8 51 (10.12%) Apache Ignite
9 50 (9.92%) Amazon Aurora
10 46 (9.13%) Amazon Athena
11 42 (8.33%) SQL Server
12 28 (5.56%) Apache Cassandra
13 24 (4.76%) Amazon Redshift
14 21 (4.17%) Big Data
15 15 (2.98%) OLTP
16 14 (2.78%) Oracle Database
17 11 (2.18%) Amazon QuickSight
18 10 (1.98%) Data Lake
19 9 (1.79%) Data Warehouse
20 6 (1.19%) RDBMS
Development Applications
1 84 (16.67%) Git (software)
2 53 (10.52%) Jenkins
3 49 (9.72%) Selenium
4 46 (9.13%) CircleCI
5 33 (6.55%) GitLab
6 31 (6.15%) Postman
7 24 (4.76%) webpack
8 22 (4.37%) Cypress.io
9 19 (3.77%) Babel
10 18 (3.57%) Maven
11 16 (3.17%) JUnit
12 14 (2.78%) JIRA
12 14 (2.78%) Travis CI
13 13 (2.58%) Gradle
14 12 (2.38%) JMeter
15 11 (2.18%) Bitbucket
16 10 (1.98%) Visual Studio
17 8 (1.59%) Cucumber
18 7 (1.39%) Grunt
18 7 (1.39%) gulp
General
1 183 (36.31%) Finance
2 135 (26.79%) Front Office
3 62 (12.30%) Social Skills
4 54 (10.71%) Games
5 52 (10.32%) Retail
6 29 (5.75%) Automotive
7 16 (3.17%) Law
8 14 (2.78%) Analytical Skills
8 14 (2.78%) Inclusion and Diversity
9 10 (1.98%) Billing
10 9 (1.79%) Wearables
11 6 (1.19%) Public Sector
11 6 (1.19%) Telecoms
12 5 (0.99%) Electronics
12 5 (0.99%) Manufacturing
12 5 (0.99%) Marketing
12 5 (0.99%) Presentation Skills
13 3 (0.60%) Public Speaking
14 2 (0.40%) Music Industry
14 2 (0.40%) Organisational Skills
Job Titles
1 317 (62.90%) Developer
2 189 (37.50%) Software Engineer
3 135 (26.79%) Developer/Software Engineer
4 92 (18.25%) React Developer
5 80 (15.87%) Python Developer
6 58 (11.51%) Python Engineer
7 52 (10.32%) Python Software Engineer
8 51 (10.12%) Senior Developer
9 47 (9.33%) Java Developer
10 39 (7.74%) Software Developer
11 35 (6.94%) Senior Software Engineer
12 34 (6.75%) Full Stack Developer
13 26 (5.16%) Django Developer
13 26 (5.16%) Python/Django Developer
13 26 (5.16%) Senior Python Developer
14 24 (4.76%) AWS Engineer
14 24 (4.76%) Java Engineer
15 23 (4.56%) JavaScript Developer
16 22 (4.37%) AWS Developer
17 18 (3.57%) Cloud Engineer
Libraries, Frameworks & Software Standards
1 256 (50.79%) React
2 223 (44.25%) Node.js
3 185 (36.71%) Web Services
4 122 (24.21%) AngularJS
5 98 (19.44%) Vue.js
6 84 (16.67%) Material-UI
7 75 (14.88%) GraphQL
7 75 (14.88%) Spring
8 56 (11.11%) REST
9 46 (9.13%) .NET
10 45 (8.93%) RESTful
11 42 (8.33%) Jest
11 42 (8.33%) Kafka
12 41 (8.13%) Spring Boot
12 41 (8.13%) WebSockets
13 40 (7.94%) Django
14 34 (6.75%) Flask
14 34 (6.75%) JSON
15 31 (6.15%) .NET Core
16 29 (5.75%) Redux
Miscellaneous
1 54 (10.71%) Derivative
2 51 (10.12%) Equities
2 51 (10.12%) Fixed Income
2 51 (10.12%) Foreign Exchange (FX)
2 51 (10.12%) Hedge funds
3 48 (9.52%) Mobile App
4 31 (6.15%) Video\Live Streaming
5 25 (4.96%) Video on Demand
6 23 (4.56%) User Experience
7 18 (3.57%) Self-Motivation
8 17 (3.37%) Cloud Native
9 14 (2.78%) Data Structures
9 14 (2.78%) Legacy Applications
9 14 (2.78%) Public Cloud
10 12 (2.38%) CMDB
11 11 (2.18%) Client/Server
11 11 (2.18%) e-Learning
11 11 (2.18%) Virtual Team
12 10 (1.98%) Driving Licence
13 8 (1.59%) Augmented Reality
Operating Systems
1 27 (5.36%) Linux
2 20 (3.97%) Android
3 15 (2.98%) Apple iOS
4 12 (2.38%) Windows
5 5 (0.99%) Unix
6 2 (0.40%) Mac OS
6 2 (0.40%) Windows Server
Processes & Methodologies
1 303 (60.12%) Agile Software Development
2 258 (51.19%) Software Engineering
3 231 (45.83%) Full Stack Development
4 135 (26.79%) Asset Management
5 133 (26.39%) Microservices
6 102 (20.24%) DevOps
7 92 (18.25%) Investment Management
8 81 (16.07%) Test Automation
9 70 (13.89%) Scrum
10 67 (13.29%) TDD
11 62 (12.30%) Infrastructure as Code
11 62 (12.30%) Mentoring
12 48 (9.52%) Fintech
13 41 (8.13%) BDD
14 40 (7.94%) API Development
15 32 (6.35%) Computer Science
15 32 (6.35%) E-Commerce
16 30 (5.95%) Business Intelligence
17 29 (5.75%) Configuration Management
18 28 (5.56%) SIEM
Programming Languages
1 289 (57.34%) JavaScript
2 226 (44.84%) TypeScript
3 206 (40.87%) Python
4 161 (31.94%) Java
5 128 (25.40%) SQL
6 81 (16.07%) Kotlin
7 65 (12.90%) Scala
8 51 (10.12%) Clojure
9 45 (8.93%) C#
10 33 (6.55%) Go
11 27 (5.36%) ES6
12 21 (4.17%) Java 8
13 15 (2.98%) PHP
14 11 (2.18%) Bash Shell
15 9 (1.79%) Ruby
16 7 (1.39%) PowerShell
17 6 (1.19%) ES7
17 6 (1.19%) T-SQL
18 5 (0.99%) Shell Script
19 3 (0.60%) PHP 7
Qualifications
1 60 (11.90%) Degree
2 22 (4.37%) AWS Certification
3 11 (2.18%) Computer Science Degree
3 11 (2.18%) Numerate Degree
4 9 (1.79%) SC Cleared
4 9 (1.79%) Security Cleared
5 5 (0.99%) CompTIA Security+
5 5 (0.99%) GIAC
5 5 (0.99%) OSCP
6 4 (0.79%) CISSP
6 4 (0.79%) SANS
7 1 (0.20%) CREST Certified
Quality Assurance & Compliance
1 11 (2.18%) GDPR
2 9 (1.79%) QA
3 7 (1.39%) Accessibility
4 2 (0.40%) PCI DSS
4 2 (0.40%) PSD2
5 1 (0.20%) SEPA
System Software
1 253 (50.20%) Docker
2 8 (1.59%) ISA Server
3 1 (0.20%) Active Directory
Systems Management
1 208 (41.27%) Terraform
2 177 (35.12%) Kubernetes
3 25 (4.96%) Ansible
4 16 (3.17%) Puppet
5 15 (2.98%) Opscode Chef
6 10 (1.98%) Docker Swarm
7 9 (1.79%) Grafana
8 8 (1.59%) Prometheus
9 5 (0.99%) Nessus
9 5 (0.99%) Pingdom
10 3 (0.60%) Mesos
11 2 (0.40%) Packer
12 1 (0.20%) linkerd
Vendors
1 47 (9.33%) Oracle
2 14 (2.78%) Microsoft
2 14 (2.78%) Netlify
3 11 (2.18%) New Relic
4 9 (1.79%) BT
4 9 (1.79%) Facebook
4 9 (1.79%) Instagram
4 9 (1.79%) Twitter
4 9 (1.79%) YouTube
5 8 (1.59%) Google
6 6 (1.19%) Atlassian
7 5 (0.99%) Okta
7 5 (0.99%) PagerDuty
7 5 (0.99%) SAP
8 4 (0.79%) Databricks
8 4 (0.79%) SaltStack
8 4 (0.79%) Xamarin
9 3 (0.60%) Cloudera
9 3 (0.60%) Hortonworks
9 3 (0.60%) Splunk